



'''simple docstring'''






import random
import sys

import numpy as np
from matplotlib import pyplot as plt
from matplotlib.colors import ListedColormap

lowerCAmelCase:   str					=		'Usage of script: script_name <size_of_canvas:int>'

lowerCAmelCase:   Optional[Any]					=		[0] * 1_0_0 + [1] * 1_0
random.shuffle(choice)
def  lowerCamelCase__			(		_A							):
  a		:   int	  =	[[False for i in range(_A							)] for j in range(_A							)]
  return canvas
def  lowerCamelCase__			(		_A							):
  for i, row in enumerate(_A							):
    for j, _ in enumerate(_A							):
      a		:   Tuple	  =	bool(random.getrandbits(1							)							)
def  lowerCamelCase__			(		_A							):
  a		:   str	  =	np.array(_A							)
  a		:   Tuple	  =	np.array(create_canvas(current_canvas.shape[0]							)							)
  for r, row in enumerate(_A							):
    for c, pt in enumerate(_A							):
      a		:   Dict	  =	__judge_point(
          _A					,     current_canvas[r - 1 : r + 2, c - 1 : c + 2]							)

  a		:   str	  =	next_gen_canvas
  del next_gen_canvas  # cleaning memory as we move on.
  a		:   list[list[bool]]	  =	current_canvas.tolist()
  return return_canvas
def  lowerCamelCase__			(		_A					,     _A							):
  a		:   Tuple	  =	0
  a		:   Optional[int]	  =	0
  # finding dead or alive neighbours count.
  for i in neighbours:
    for status in i:
      if status:
        alive += 1
      else:
        dead += 1

    # handling duplicate entry for focus pt.
  if pt:
    alive -= 1
  else:
    dead -= 1

  # running the rules of game here.
  a		:   int	  =	pt
  if pt:
    if alive < 2:
      a		:   List[str]	  =	False
    elif alive == 2 or alive == 3:
      a		:   str	  =	True
    elif alive > 3:
      a		:   Tuple	  =	False
  else:
    if alive == 3:
      a		:   Any	  =	True

  return state


if __name__ == "__main__":
     if len(sys.argv) != 2:
          raise Exception(usage_doc)

     lowerCAmelCase:   str					=		int(sys.argv[1])
     # main working structure of this module.
     lowerCAmelCase:   List[Any]					=		create_canvas(canvas_size)
     seed(c)
     lowerCAmelCase			,						lowerCAmelCase:   Optional[Any]					=		plt.subplots()
     fig.show()
     lowerCAmelCase:   List[str]					=		ListedColormap(['w', 'k'])
     try:
          while True:
               lowerCAmelCase:   List[str]					=		run(c)
               ax.matshow(c, cmap=cmap)
               fig.canvas.draw()
               ax.cla()
     except KeyboardInterrupt:
          # do nothing.
          pass




'''simple docstring'''






import numpy as np
def  lowerCamelCase__			(		_A							):
  return 1 / (1 + np.exp(-vector							))
def  lowerCamelCase__			(		_A							):
  return vector * sigmoid(1.702 * vector							)


if __name__ == "__main__":
     import doctest

     doctest.testmod()